ayush-09 commented 1 year ago

Project Request

The AI Image Search project is focused on developing an advanced system that utilizes artificial intelligence techniques to enable efficient and accurate searching of images based on their visual content.

Problem Statement: The problem addressed by the AI Image Search project is the inefficiency and lack of accuracy in traditional image search methods. Conventional approaches rely on manually assigned metadata or textual descriptions, which can be subjective, incomplete, or time-consuming to generate. Additionally, searching for visually similar images or specific visual characteristics is challenging without an automated system capable of understanding and analyzing image content.

Field	Description
About	Develop an AI-powered image search system
Github	ayush-09
Email	ayushvarshney43@gmail.com
Label	Project Request

https://github.com/ayush-09

Define You

[x] GSSOC Participant
[x] Contributor

AI Image Search System

Description

The AI Image Search project is focused on developing an advanced system that utilizes artificial intelligence techniques to enable efficient and accurate searching of images based on their visual content. The project involves training a deep learning model on a diverse dataset of labeled images, extracting meaningful features from images, creating an index for storage and retrieval, and implementing a user-friendly interface for search queries and result presentation. The ultimate goal is to revolutionize image search in various domains, enhancing image retrieval, content organization, and user experiences.

Goals

Develop an AI-powered image recognition model capable of accurately understanding and analyzing the visual content of images.
Design a user-friendly interface that allows users to easily initiate image searches, provide reference images or keywords, and obtain relevant and visually similar results.
Improve user experiences by providing a powerful and intuitive image search tool that saves time and effort in finding the desired images.

Expected Outcomes

An end-to-end AI Image Search system that can perform accurate and efficient image searches based on visual content.
Improved image retrieval capabilities, enabling users to find specific images or discover visually similar ones.
Increased productivity in domains such as e-commerce, where product searches can be enhanced with visual-based queries.
Enhanced user experiences with a user-friendly interface that simplifies the image search process.

Scope

The future scope of the AI Image Search project includes advancements in accuracy, fine-grained search, cross-modal search, contextual understanding, interactive user feedback, scalability, real-time processing, application integration, and exploring cross-domain applications.

Timeline

Start Date: When Assigned End Date: 10 August

ayush-09 commented 1 year ago

@adithya-s-k Please assign this to me

aman-kumar29 commented 1 year ago

can I also work on this issue? I have a good background in deep learning and computer vision and i will definitely be able to contribute to this issue.

adithya-s-k commented 1 year ago

@ayush-09 I am thrilled to receive your project request! Your idea is truly fascinating and I am eager to see it come to life.

To ensure the project runs smoothly, please follow all guidelines provided. If you are working on an AI, ML, or DL project, we kindly ask that you create a folder for your project within the respective folders and submit your progress accordingly. Please do follow the project readme template To ensure that everyone has a fair chance to participate, we kindly request that you complete 75% of the work within the first week of receiving the issue, and the remaining 25% within the next 3 days(10 days in total). If for any reason, you fail to meet this deadline, we will assign the task to someone else who is equally enthusiastic about contributing to this project.

If you have any questions, feel free to contact me via email or Discord or reach out to our team of project mentors.

Thank you for your contribution and let's make this project a huge success!

adithya-s-k commented 1 year ago

@aman-kumar29 you can discuss with @ayush-09 regarding how you can contribute to this project if you guys reach an agreement i will assign this issue to you.

ayush-09 commented 1 year ago

@adithya-s-k I am already done with 50% of my project with my methodology. As I discuss his approach it really good with this project for better result. Is it okk if me and @aman-kumar29 both work on this issue? If Yes, then you can also assign this issue to him as well. Thanks

adithya-s-k commented 1 year ago

@aman-kumar29 @ayush-09 looking forward to your contribution all the best

ayush-09 commented 1 year ago

@adithya-s-k Please review the PR and let me know if any changes required

ayush-09 commented 11 months ago

@miraj0507 Please review this PR

adithya-s-k / World-of-AI